Machine Learning - Research Engineer - Python, Statistic Analysis

Erias Ventures, LLC$210K — $230K *
Technical Services
5 - 7 years of experience
Job Overview by Ladders

Qualifications

  • 6+ years' experience in Engineering, Computer Science, or STEM field (or advanced degrees with less experience)
  • Strong proficiency in Python and FastAPI
  • Familiarity with JavaScript / TypeScript and React
  • Experience with Docker and Kubernetes for container orchestration
  • Solid understanding of CI/CD tools and REST APIs
  • Experience with MongoDB and cloud platforms
  • Knowledge of testing frameworks and collaboration tools like Jira or Confluence.

Responsibilities

  • Develop evaluation methodologies for model and agent performance
  • Conduct reviews of AI/ML evaluation methods and techniques
  • Define evaluation criteria and success metrics with Data Scientists
  • Assess models and document technical findings
  • Author technical reports and decision-support documentation.

Benefits

  • Above market hourly pay
  • 11% 401k with immediate vesting and deposits
  • Spot bonuses for business development assistance
  • Professional development bonuses for further education
  • Company-subsidized medical coverage
  • 100% paid vision and dental coverage
  • 100% paid long and short-term disability insurance
  • Monthly wellness reimbursement
  • Paid time off with flexible schedules and birthday leave
  • Amazon Prime membership and monthly internet reimbursement
  • Technology allowance for work equipment and supplies
  • Company-paid professional development and training opportunities
Full Job Description
Description
We're seeking a Research Engineer to bridge the critical gap between cutting-edge ML research and production-ready solutions. You'll transform research prototypes into robust, deployable systems that end users can confidently put into production. This role uniquely combines software engineering, DevOps practices, and ML solution delivery.
  • Develop evaluation methodologies and experimental designs for assessing model and agent performance, including capability, reliability, and limitation analyses.
  • Conduct reviews of current state-of-the-art AI/ML evaluation methods and emerging techniques to inform approach selection.
  • Define and document evaluation criteria, success metrics, and assessment rationale in partnership with the Data Scientists.
  • Assess candidate models and agentic systems and produce written technical findings and recommendations.
  • Author technical reports, evaluation plans, and decision-support documentation for stakeholders.
Clearance
A current Top-Secret/SCI with polygraph security clearance is required. Candidates cannot be sponsored or nominated for a government security clearance under this position.

Experience
Six years' experience and a Bachelor's degree in Engineering, Computer Science or other Science, Technology, Engineering or Mathematics (STEM) field or four years' experience and a Master's degree or zero years' experience and a PhD.

Required skills:
  • Python
  • FastAPI
  • JavaScript / TypeScript
  • React
  • Docker
  • Kubernetes
  • Git
  • CI/CD tools
  • REST APIs
  • MongoDB
  • Cloud platforms or deployment environments
  • Testing frameworks
  • Collaboration tools like Jira or Confluence
Benefits
Erias Ventures provides a complete package of wealth, health, and happiness benefits. The expected salary range for this position, depending on education and years of experience is $210,000 - $230,000.

Wealth Benefits:
  • Above Market Hourly Pay
  • 11% Roth or Traditional 401k with Immediate Vesting and Deposit
  • Spot Bonuses for Assisting with Business Development and Company Growth
  • Professional Development Bonuses for Certificates and Degrees
Health Benefits:
  • Company subsidized Medical Coverage
  • 100% Company Paid Vision and Dental Coverage
  • 100% Company Paid Long Term Disability, Short Term Disability, and Group Life Insurance
  • Monthly Wellness Reimbursement
Happiness Benefits:
  • Paid Time Off with Flexible Work Schedules and Birthday Off
  • Amazon Prime Membership andMonthly Internet Reimbursement
  • Technology and Productivity Allowance for Equipment and Supplies
  • Morale Building and Company Events to Celebrate our Successes and Build our Community
  • Onboarding and Annual Swag
  • Company Paid Professional Development and Training

Referrals & Inquiries
Do you know a cleared professional seeking to advance their career? Interested in earning some extra cash? If so, refer them to us with their name and contact details, and you could be eligible for a referral bonus of up to $10,000 for each successful hire.

Not seeing the right position right now? Reach out to us, and we'll notify you as new contracts and opportunities become available!

Please send referrals and inquiries to:
[email protected]

To learn more about our company visit our webpage or LinkedIn .

About Erias Ventures, LLC

Erias Ventures, LLC Careers

Joining Erias Ventures, LLC presents an unparalleled opportunity to become part of a leading team of professionals dedicated to pioneering innovations in their field. As one of the most forward-thinking companies, Erias Ventures, LLC offers a variety of job opportunities that cater to a range of skills and professional interests.

Explore Career Opportunities

Erias Ventures, LLC is actively hiring and continuously seeks passionate, creative, and solution-driven team players. Explore open positions that align with your career aspirations and skills. Erias Ventures, LLC values diversity and is committed to creating an inclusive work environment.

Professional Growth and Development

Erias Ventures, LLC believes in nurturing the professional growth of its team members. The company offers comprehensive benefits and diversity training programs designed to enhance your skills and advance your career. Leadership and innovation are at the core of the company culture, ensuring that every team member has the opportunity to lead and innovate within their roles.

Internship Programs

Start your career with Erias Ventures, LLC through its dynamic internship programs. These positions are crafted to provide hands-on experience and a solid foundation in the industry, preparing interns for full-time roles within the company.

Networking and Industry Leadership

Erias Ventures, LLC is positioned at the intersection of technology and industry expertise. The company hosts and participates in numerous networking events that allow professionals to connect with industry leaders and peers. This environment fosters collaboration and is integral to the company’s innovative approach.

Benefits of Joining Erias Ventures, LLC

Employees at Erias Ventures, LLC enjoy a range of benefits designed to support their health, well-being, and financial security. The company is committed to supporting its team members' life both inside and outside of work.

Applying for a Position

To apply for a position at Erias Ventures, LLC, candidates are encouraged to submit a resume and cover letter through the Erias Ventures, LLC careers page. The hiring process may include interviews to assess compatibility with the company’s needs and culture.

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